Executives at OpenAI, Anthropic and other leading artificial intelligence companies are privately preparing for the possibility of a major AI-related incident that could trigger widespread public anger and demands for tougher regulation.
According to a report by Axios published Friday, October 9, senior executives are conducting contingency exercises that focus not only on the technical consequences of a catastrophic event but also on the political and public reaction that could follow.
The planning reportedly reflects growing concern within the AI industry that an incident involving increasingly capable AI systems could dramatically change public attitudes toward the technology.
However, there is an important distinction between preparing for a possible disaster and predicting that one will happen. OpenAI has confirmed that it conducts preparedness exercises but explicitly said the scenarios are not considered inevitable.
Companies Are Planning for the “Day After”
The Axios report describes the exercises as preparations for the “day after” a major AI incident.
The scenarios being discussed reportedly include a large-scale cyberattack in which AI could be used to disrupt critical systems, potentially affecting financial services, internet connectivity, electricity or water supplies.
Another possibility involves an AI system behaving in an unexpected way after escaping the restrictions of an internal testing environment. The companies are also considering scenarios in which malicious actors use publicly available AI models to cause widespread damage.
The planning goes beyond technical containment.
Executives are reportedly considering how quickly companies would need to communicate with Congress, explain what happened and respond to demands for government intervention.
That reflects a broader concern within the industry: a sufficiently serious incident could create a political crisis for the entire AI sector, rather than affecting only the company whose technology was directly involved.
OpenAI Confirms Preparedness Exercises
OpenAI confirmed to Axios that it carries out exercises in which teams discuss and work through different potential scenarios.
The company stressed that the scenarios should not be interpreted as predictions that a catastrophic event is inevitable.
“OpenAI conducts preparedness exercises where teams discuss and work through a range of potential scenarios,” a spokesperson said, according to reports. The company added that the exercises are intended to help it prepare for different circumstances.
Anthropic, meanwhile, declined to comment directly on the Axios report.
The companies' preparations come as AI systems become increasingly capable of performing tasks with limited human intervention, including coding, research, cybersecurity-related work and operating digital tools.
That increasing autonomy has raised questions about whether existing safety measures can adequately contain unexpected behaviour.
Cyberattacks Are Among the Biggest Concerns
One of the scenarios reportedly receiving significant attention is an AI-enabled cyberattack.
A successful attack on financial systems, internet infrastructure or essential utilities could have consequences far beyond the technology sector.
AI could potentially help attackers automate tasks, identify vulnerabilities, generate malicious code or coordinate operations at a scale that would otherwise require large teams of people.
OpenAI has itself reported recent cases in which threat actors attempted to use its models for cyberattacks and covert influence operations.
On October 8, the company said it had disrupted Russian- and Iranian-linked influence operations that used AI alongside traditional techniques to create sophisticated false-front entities and distribute geopolitical messaging. OpenAI described the Russian operation as the first Category 5 operation it had disrupted under its own influence-operations scale.
Those incidents demonstrate that AI-related security threats are not purely hypothetical, although they are very different from the catastrophic scenarios described in the Axios report.
Fear of a Political Backlash
The companies are reportedly also preparing for what could happen if a major AI incident caused widespread public outrage.
A serious event could lead to immediate demands for governments to restrict AI development, impose new safety requirements or temporarily halt deployment of certain systems.
According to Axios, executives involved in the planning believe political pressure could move rapidly after a sufficiently serious incident.
The concern is particularly significant because AI regulation remains politically contentious in the United States.
Different parts of government have taken competing approaches to the pace of AI development, while technology companies have argued over how much regulation is necessary.
The possibility of a catastrophic incident could therefore fundamentally change the political debate.
Instead of discussing AI regulation primarily as a question of innovation and economic competitiveness, lawmakers could suddenly be dealing with public safety, infrastructure security and accountability.
AI Safety Concerns Are Already Growing
The latest report comes amid a growing debate within the AI industry over whether companies are moving too quickly.
Earlier in October, former employees of OpenAI, Anthropic and Google DeepMind appeared before the New York City Council and warned about the potential dangers of increasingly powerful AI systems.
Former Anthropic engineer Jacob Coxon told council members that he believed humanity could eventually lose control of advanced AI systems if development continued without sufficient safeguards.
Representatives of major AI companies also appeared at the hearing and defended their safety efforts while expressing support for some forms of regulation.
The hearing highlighted a difficult question for policymakers: How much risk should society accept while developing increasingly powerful AI?
An OpenAI representative told the council that even a small probability of catastrophic harm would be unacceptable if companies could not make an extremely strong case that their systems remained under human control.
AI Leaders Have Discussed Slowing Development
The latest preparations also follow discussions among major AI companies about establishing additional safety mechanisms.
In September, executives from Anthropic, OpenAI and Google were reported to have discussed creating a new industry safety body and limiting the pace of AI development.
The discussions reflected concerns that competition between companies could encourage increasingly rapid development even as researchers struggle to understand and control the most advanced systems.
The issue has also become a political dividing line in the United States, with some policymakers emphasising AI's economic and national-security benefits while others are calling for stronger safeguards.
What Would Happen After a Major AI Incident?
The preparations reportedly focus heavily on the period immediately following a crisis.
Companies would need to establish what caused the incident, determine whether their systems were responsible, contain the problem and communicate accurate information to governments and the public.
They would also potentially face intense scrutiny from lawmakers, regulators, customers and investors.
For the wider industry, the consequences could be even greater.
A catastrophic incident attributed to an AI system could undermine public trust in the technology as a whole. Companies that had nothing to do with the event could nevertheless face demands to suspend their own products or submit to emergency restrictions.
This is why industry executives are reportedly preparing not just technical responses but also political and communications strategies.
Experts Still Disagree About the Likelihood
Despite the seriousness of the planning, the Axios report does not establish that a catastrophic AI event is actually imminent.
Some industry insiders reportedly believe a major incident could occur within the next six to 12 months, but that is an assessment attributed to unnamed individuals rather than a verified prediction.
OpenAI's response also makes clear that preparedness exercises should not be interpreted as evidence that the company expects such an event to occur.
Scenario planning is common in industries where low-probability events could have extremely high consequences. Governments, financial institutions, infrastructure operators and technology companies routinely conduct exercises designed to prepare for events that may never happen.
The significance of the latest report is therefore less about a prediction of an impending AI disaster and more about the fact that leading AI companies are taking the possibility seriously enough to rehearse their response.
The AI Industry Faces a Critical Test
The growing focus on catastrophic scenarios reflects the rapid evolution of artificial intelligence and the increasing importance of AI systems to businesses, governments and individuals.
As models become more capable and autonomous, the potential benefits are growing alongside the potential risks.
For companies such as OpenAI and Anthropic, demonstrating that advanced AI can be developed safely could become increasingly important to maintaining public trust.
A major incident, if one occurs, could accelerate regulation and reshape the industry's relationship with governments.
For now, however, the companies' contingency exercises remain preparations rather than predictions.
The central question is whether the AI industry can build sufficient safeguards before its systems become capable of causing damage on a scale that governments and society would struggle to contain.
